Code Library | Explore Python and Multi-Language Function Collections

Python, PyTorch (not directly used), random (random module), matplotlib (data visualization library)

This function performs a random walk process and visualizes the result using matplotlib. It randomly selects the direction and number of steps, then records the position of each step and plots it.

2024-12-16 12:17:54 Data visualization 42 views

Authlib, Flask, OAuth2.0, Google

This function uses the Authlib library to integrate OAuth client into a Flask application, implementing user login through the Google OAuth2.0 protocol and fetching user information.

2024-12-16 12:17:53 The type of code 31 views

Huggingface Transformers, pipeline

This function uses the summarization model from the Huggingface Transformers library to generate a random summary of the given text.

2024-12-16 12:17:53 Function 30 views

OpenCV, NumPy

This function reads an image from a specified path, converts it to a grayscale image, and then applies thresholding to get a binary image. After that, it uses OpenCV's findContours function to detect contours in the image and draws them on the original image. Finally, it displays the image with contours.

2024-12-16 12:17:53 Image processing 29 views

spaCy

This function creates a text classifier using the spaCy library. It takes in texts and their corresponding labels, and then trains a classifier to predict the category of the texts.

2024-12-16 12:17:52 Text classifier creation 29 views

Tweepy

This function uses the Tweepy library to search for tweets on Twitter. It accepts a query parameter and an optional count parameter, defaulting to 10. The function returns a list of tweet objects containing the search results.

2024-12-16 12:17:52 Function 32 views

Questionary

This function uses the Questionary library to allow the user to select a color from a predefined list. It first defines a list of colors, then uses the prompt function and the Choice class to display a selection menu from which the user can choose a color. Finally, the function returns the selected color.

2024-12-16 12:17:52 Function 25 views

The code uses the following packages and technologies: Luigi, pandas, and datetime.

The code defines a function named xxx that takes two parameters: the number of rows to generate and an instance of the Luigi task. The function first checks the parameter types, then runs the task to generate data, reads the generated data, filters the data based on age, and returns the filtered data.

2024-12-16 12:17:52 The type of code 29 views

psycopg2

The code defines a function create_random_user that first randomly selects a column name, then generates random user data, and inserts these data into the database.

2024-12-16 12:17:51 Database operation 28 views

OAuthlib, requests_oauthlib

This function creates an OAuth2 authentication session using the OAuthlib library. It accepts client ID, client secret, and token URL as parameters and returns an instance of an OAuth2 session.

2024-12-16 12:17:51 OAuth 2 authentication session creation 35 views

Code

This function performs a random walk process and visualizes the result using matplotlib. It randomly selects the direction and number of steps, then records the position of each step and plots it.

This function uses the Authlib library to integrate OAuth client into a Flask application, implementing user login through the Google OAuth2.0 protocol and fetching user information.

This function uses the summarization model from the Huggingface Transformers library to generate a random summary of the given text.

This function creates a text classifier using the spaCy library. It takes in texts and their corresponding labels, and then trains a classifier to predict the category of the texts.

This function uses the Tweepy library to search for tweets on Twitter. It accepts a query parameter and an optional count parameter, defaulting to 10. The function returns a list of tweet objects containing the search results.

The code defines a function create_random_user that first randomly selects a column name, then generates random user data, and inserts these data into the database.

This function creates an OAuth2 authentication session using the OAuthlib library. It accepts client ID, client secret, and token URL as parameters and returns an instance of an OAuth2 session.

Code Search

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1 . The function takes multiple iterable objects as input and returns an iterator that produces tuples, each containing the next value from each input iterable. If an iterable is exhausted first, the value at that position is filled with the specified `fillvalue`.

2 . This function takes a list as input and then uses the sample method from the random module to shuffle the order of the elements in the list and return it.

3 . This function merges two lists and sorts them using the sorted function

4 . This function calculates the square root of the input number.

5 . This function takes a string argument and returns a dictionary containing the count of each English letter (case insensitive) in the string.

6 . This function takes a list of strings as input and returns all unique palindromes in the list.

7 . This function uses the BeautifulSoup library to extract all links from the given HTML content. It can specify the tag to search for and the attributes to filter the links.

8 . This function combines multiple iterable objects into a tuple. If one of the iterable objects is longer than the others, it fills the remaining positions with `fillvalue`.

9 . The function is used to merge multiple iterable objects into one iterator. If the iterables are of uneven length, the specified value is used to fill in the shorter iterables.

10 . This function first generates a random string of a specified length, then retrieves the current time and current directory, converts the string to JSON format, calculates its MD5 hash, checks if it contains a digit, and finally calculates the length of the string and prints all results.